Time, Causality, and Observability Failures in Distributed AI Inference Systems

Ankur Sharma, Deep Shah, David Lariviere +1

Distributed AI inference pipelines rely heavily on timestamp-based observability to understand system behavior. This work demonstrates that even small clock skew between nodes can…